Local Influence Diagnostics for the Extreme-Value Birnbaum-Saunders Regression Model

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Documentation for package ‘evbsreg’ version 1.2.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

cnc_diagnostics	Conformal Normal Curvature Local Influence Diagnostics
cnc_diagnostics_gev	Conformal normal curvature diagnostics for the GEV regression model
devbs	Density of the Extreme-Value Birnbaum-Saunders distribution
dlogEVBS	Density of the log-EVBS distribution (GAMLSS parametrization)
envelope_qq	Normal Probability Plot with Simulation Envelope
evbsreg.fit	Fit the Extreme-Value Birnbaum-Saunders Regression Model
evbsreg.fit.mc	Monte Carlo Simulation Study for the EVBS Regression Model
evbs_block_boot	Block bootstrap standard errors for the EVBS regression model
evbs_endpoint	Finite upper endpoint of the EVBS distribution
evbs_monitor	Prospective endpoint-identifiability index
evbs_return_level	Return level and expected shortfall for the EVBS regression model
generate_evbs_data	Generate EVBS Density Values
generate_logevbs_data	Generate log-EVBS Density Values
gevreg.fit	Maximum likelihood fit of the GEV regression model
gev_scores	Individual score contributions for the GEV regression model
itajai	Monthly Maximum Wind Gusts at Itajai, Brazil
logEVBS	The log-EVBS distribution for GAMLSS models
pevbs	Distribution function of the Extreme-Value Birnbaum-Saunders distribution
plogEVBS	Density of the log-EVBS distribution (GAMLSS parametrization)
plot.evbs_monitor	Plot an endpoint-identifiability control chart
plot_aggregate_contributions	Plot Aggregate Contributions B_j(q)
plot_cnc	Combined Conformal Normal Curvature Diagnostic Plot
plot_evbs_alpha	Plot EVBS Densities for Varying alpha
plot_evbs_gama	Plot EVBS Densities for Varying gamma
plot_logevbs_alpha	Plot log-EVBS Densities for Varying alpha
plot_logevbs_gama	Plot log-EVBS Densities for Varying gamma
plot_normalized_eigenvalues	Plot Normalized Eigenvalues of the Influence Matrix
print.evbsreg	Print Method for EVBS Regression Fits
qevbs	Quantile function of the Extreme-Value Birnbaum-Saunders distribution
qlogEVBS	Density of the log-EVBS distribution (GAMLSS parametrization)
rcoxsnell	Cox-Snell Residuals for the Log-EVBS Regression Model
revbs	Random Number Generation from the EVBS Distribution
rqrandomized	Randomized Quantile Residuals for the Log-EVBS Regression Model